Package com.google.cloud.automl.v1

Class AutoMlGrpc.AutoMlBlockingV2Stub

java.lang.Object
io.grpc.stub.AbstractStub<S>
io.grpc.stub.AbstractBlockingStub<AutoMlGrpc.AutoMlBlockingV2Stub>
com.google.cloud.automl.v1.AutoMlGrpc.AutoMlBlockingV2Stub
Enclosing class:
AutoMlGrpc
public static final class AutoMlGrpc.AutoMlBlockingV2Stub extends io.grpc.stub.AbstractBlockingStub<AutoMlGrpc.AutoMlBlockingV2Stub>
A stub to allow clients to do synchronous rpc calls to service AutoMl. 
 AutoML Server API.
 The resource names are assigned by the server.
 The server never reuses names that it has created after the resources with
 those names are deleted.
 An ID of a resource is the last element of the item's resource name. For
 `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`, then
 the id for the item is `{dataset_id}`.
 Currently the only supported `location_id` is "us-central1".
 On any input that is documented to expect a string parameter in
 snake_case or dash-case, either of those cases is accepted.

  • Method Details

    • build

      protected AutoMlGrpc.AutoMlBlockingV2Stub build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
      Specified by:
      build in class io.grpc.stub.AbstractStub<AutoMlGrpc.AutoMlBlockingV2Stub>

    • createDataset

      public Operation createDataset(CreateDatasetRequest request) throws io.grpc.StatusException
       Creates a dataset.
      Throws:
      io.grpc.StatusException

    • getDataset

      public Dataset getDataset(GetDatasetRequest request) throws io.grpc.StatusException
       Gets a dataset.
      Throws:
      io.grpc.StatusException

    • listDatasets

      public ListDatasetsResponse listDatasets(ListDatasetsRequest request) throws io.grpc.StatusException
       Lists datasets in a project.
      Throws:
      io.grpc.StatusException

    • updateDataset

      public Dataset updateDataset(UpdateDatasetRequest request) throws io.grpc.StatusException
       Updates a dataset.
      Throws:
      io.grpc.StatusException

    • deleteDataset

      public Operation deleteDataset(DeleteDatasetRequest request) throws io.grpc.StatusException
       Deletes a dataset and all of its contents.
 Returns empty response in the
 [response][google.longrunning.Operation.response] field when it completes,
 and `delete_details` in the
 [metadata][google.longrunning.Operation.metadata] field.
      Throws:
      io.grpc.StatusException

    • importData

      public Operation importData(ImportDataRequest request) throws io.grpc.StatusException
       Imports data into a dataset.
 For Tables this method can only be called on an empty Dataset.
 For Tables:
 *   A
 [schema_inference_version][google.cloud.automl.v1.InputConfig.params]
     parameter must be explicitly set.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
      Throws:
      io.grpc.StatusException

    • exportData

      public Operation exportData(ExportDataRequest request) throws io.grpc.StatusException
       Exports dataset's data to the provided output location.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
      Throws:
      io.grpc.StatusException

    • getAnnotationSpec

      public AnnotationSpec getAnnotationSpec(GetAnnotationSpecRequest request) throws io.grpc.StatusException
       Gets an annotation spec.
      Throws:
      io.grpc.StatusException

    • createModel

      public Operation createModel(CreateModelRequest request) throws io.grpc.StatusException
       Creates a model.
 Returns a Model in the [response][google.longrunning.Operation.response]
 field when it completes.
 When you create a model, several model evaluations are created for it:
 a global evaluation, and one evaluation for each annotation spec.
      Throws:
      io.grpc.StatusException

    • getModel

      public Model getModel(GetModelRequest request) throws io.grpc.StatusException
       Gets a model.
      Throws:
      io.grpc.StatusException

    • listModels

      public ListModelsResponse listModels(ListModelsRequest request) throws io.grpc.StatusException
       Lists models.
      Throws:
      io.grpc.StatusException

    • deleteModel

      public Operation deleteModel(DeleteModelRequest request) throws io.grpc.StatusException
       Deletes a model.
 Returns `google.protobuf.Empty` in the
 [response][google.longrunning.Operation.response] field when it completes,
 and `delete_details` in the
 [metadata][google.longrunning.Operation.metadata] field.
      Throws:
      io.grpc.StatusException

    • updateModel

      public Model updateModel(UpdateModelRequest request) throws io.grpc.StatusException
       Updates a model.
      Throws:
      io.grpc.StatusException

    • deployModel

      public Operation deployModel(DeployModelRequest request) throws io.grpc.StatusException
       Deploys a model. If a model is already deployed, deploying it with the
 same parameters has no effect. Deploying with different parametrs
 (as e.g. changing
 [node_number][google.cloud.automl.v1p1beta.ImageObjectDetectionModelDeploymentMetadata.node_number])
  will reset the deployment state without pausing the model's availability.
 Only applicable for Text Classification, Image Object Detection , Tables, and Image Segmentation; all other domains manage
 deployment automatically.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
      Throws:
      io.grpc.StatusException

    • undeployModel

      public Operation undeployModel(UndeployModelRequest request) throws io.grpc.StatusException
       Undeploys a model. If the model is not deployed this method has no effect.
 Only applicable for Text Classification, Image Object Detection and Tables;
 all other domains manage deployment automatically.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
      Throws:
      io.grpc.StatusException

    • exportModel

      public Operation exportModel(ExportModelRequest request) throws io.grpc.StatusException
       Exports a trained, "export-able", model to a user specified Google Cloud
 Storage location. A model is considered export-able if and only if it has
 an export format defined for it in
 [ModelExportOutputConfig][google.cloud.automl.v1.ModelExportOutputConfig].
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
      Throws:
      io.grpc.StatusException

    • getModelEvaluation

      public ModelEvaluation getModelEvaluation(GetModelEvaluationRequest request) throws io.grpc.StatusException
       Gets a model evaluation.
      Throws:
      io.grpc.StatusException

    • listModelEvaluations

      public ListModelEvaluationsResponse listModelEvaluations(ListModelEvaluationsRequest request) throws io.grpc.StatusException
       Lists model evaluations.
      Throws:
      io.grpc.StatusException